If it works on one Linux distro it will work on any, you just need the right driver. Look at the printer config in Ubuntu to see which driver it is using - https://localhost:631 - then make sure the same driver is installed on your preferred distro.

The desktop environment has no bearing on this.

"Insanity: doing the same thing over and over again and expecting different results." (Albert Einstein)